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Clarify AI features available by ES solution vs platform
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explore-analyze/ai-features/ai-features.md

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@@ -47,47 +47,49 @@ Natural Language Processing (NLP) enables you to analyze natural language data a
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Elastic offers a range of [built-in NLP models](/explore-analyze/machine-learning/nlp/ml-nlp-built-in-models.md) such as the Elastic-trained [ELSER](/explore-analyze/machine-learning/nlp/ml-nlp-elser.md). You can also [deploy custom models](/explore-analyze/machine-learning/nlp/ml-nlp-overview.md).
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## AI-powered features in {{es}}
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### Agent builder
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### AI-powered search
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```{applies_to}
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stack:
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serverless:
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elasticsearch: preview
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observability: unavailable
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security: unavailable
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```
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[Agent Builder](/solutions/search/elastic-agent-builder.md) enables you to create AI agents that can interact with your {{es}} data, run queries, and provide intelligent responses. It provides a complete framework for building conversational AI experiences on top of your search infrastructure.
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[AI-powered search](/solutions/search/ai-search/ai-search.md) helps you find data based on intent and contextual meaning using vector search technology, which uses {{ml}} models to capture meaning in content.
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### AI assistant for {{es}}
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Depending on your team's technical expertise and requirements, you can choose from two broad paths:
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- For a minimal configuration, managed workflow use [semantic_text](https://www.elastic.co/docs/solutions/search/semantic-search/semantic-search-semantic-text).
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- For more control over the implementation details, implement dense or sparse [vector search](https://www.elastic.co/docs/solutions/search/vector) manually.
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### Hybrid search
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```{applies_to}
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stack:
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serverless:
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```
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[](/solutions/observability/observability-ai-assistant.md) helps you understand, analyze, and interact with your Elastic data throughout {{kib}}. It provides a chat interface where you can ask questions about the {{stack}} and your data, and provides contextual insights throughout {{kib}} that explain errors and messages and suggest remediation steps.
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[Hybrid search](/solutions/search/hybrid-search.md) combines traditional full-text search with AI-powered search for more powerful search experiences that serve a wider range of user needs.
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## AI-powered features in the {{es}} solution/project type
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The [{{es}}](/solutions/search.md) solution view (or project type in {{cloud-serverless}}) includes certain AI-powered features beyond the core {{es}} capabilities available on the Elastic platform.
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### Agent Builder
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### AI-powered search
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```{applies_to}
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stack:
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serverless:
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elasticsearch: preview
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observability: unavailable
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security: unavailable
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```
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[AI-powered search](/solutions/search/ai-search/ai-search.md) helps you find data based on intent and contextual meaning using vector search technology, which uses {{ml}} models to capture meaning in content.
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Depending on your team's technical expertise and requirements, you can choose from two broad paths:
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- For a minimal configuration, managed workflow use [semantic_text](https://www.elastic.co/docs/solutions/search/semantic-search/semantic-search-semantic-text) which is the recommended way to perform semantic search.
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- For more control over the implementation details, implement dense or sparse [vector search](https://www.elastic.co/docs/solutions/search/vector).
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[Agent Builder](/solutions/search/elastic-agent-builder.md) enables you to create AI agents that can interact with your {{es}} data, run queries, and provide intelligent responses. It provides a complete framework for building conversational AI experiences on top of your search infrastructure.
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### Hybrid search
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### AI assistant for {{es}}
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```{applies_to}
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stack:
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serverless:
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```
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[Hybrid search](/solutions/search/hybrid-search.md) combines traditional full-text search with AI-powered search for more powerful search experiences that serve a wider range of user needs.
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[](/solutions/observability/observability-ai-assistant.md) helps you understand, analyze, and interact with your Elastic data throughout {{kib}}. It provides a chat interface where you can ask questions about the {{stack}} and your data, and provides contextual insights throughout {{kib}} that explain errors and messages and suggest remediation steps.
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### Playground
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```{applies_to}

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